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Genetic Algorithms in Search, Optimization and Machine Learning

Genetic Algorithms in Search, Optimization and Machine Learning - 89 edition

Genetic Algorithms in Search, Optimization and Machine Learning - 89 edition

ISBN13: 9780201157673

ISBN10: 0201157675

Genetic Algorithms in Search, Optimization and Machine Learning by David E. Goldberg - ISBN 9780201157673
Cover type: Hardback
Edition: 89
Copyright: 1989
Publisher: Addison-Wesley Longman, Inc.
Published: 1989
International: No
Genetic Algorithms in Search, Optimization and Machine Learning by David E. Goldberg - ISBN 9780201157673

ISBN13: 9780201157673

ISBN10: 0201157675

Cover type: Hardback
Edition: 89

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Summary

Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs. No prior knowledge of GAs or genetics is assumed, and only a minimum of computer programming and mathematics background is required.

Table of Contents

Table of Contents

A Gentle Introduction to Genetic Algorithms.
Genetic Algorithms Revisited : Mathematical Foundations.
Computer Implementation of a Genetic Algorithm.
Some Applications of Genetic Algorithms.
Advanced Operators and Techniques in Genetic Search.
Introduction to Genetics-Based Machine Learning.
Applications of Genetics-Based Machine Learning.
A Look Back, A Glance Ahead.


Appendices.

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